Every Info

Dataset statistics

Number of variables	33
Number of observations	95042
Missing cells	315780
Missing cells (%)	10.1%
Duplicate rows	2824
Duplicate rows (%)	3.0%
Total size in memory	26.7 MiB
Average record size in memory	294.2 B

Variable types

Categorical	6
Numeric	21
DateTime	5
Text	1

Alerts

`ThrowHand` has constant value ""	Constant
`ASLRCoreStabilityLeft` has constant value ""	Constant
Dataset has 2824 (3.0%) duplicate rows	Duplicates
`PitchId` is highly overall correlated with `HipChestSeparationPeak`	High correlation
`Velocity` is highly overall correlated with `HorizontalBreak` and 1 other fields	High correlation
`HorizontalBreak` is highly overall correlated with `Velocity` and 1 other fields	High correlation
`InducedVerticalBreak` is highly overall correlated with `Velocity` and 1 other fields	High correlation
`KneeStrideFlexionFC` is highly overall correlated with `HipExternalRotatationPassiveLeft` and 3 other fields	High correlation
`KneeStrideFlexionAngVeloPeak` is highly overall correlated with `ASLRCoreStabilityRight`	High correlation
`ShoulderThrowRotationMER` is highly overall correlated with `HipExternalRotatationPassiveLeft` and 3 other fields	High correlation
`ElbowThrowFlexionFC` is highly overall correlated with `RightAvgBrakingForceNewtons` and 2 other fields	High correlation
`HipChestSeparationPeak` is highly overall correlated with `PitchId`	High correlation
`GripLeft` is highly overall correlated with `GripRight` and 5 other fields	High correlation
`GripRight` is highly overall correlated with `GripLeft` and 4 other fields	High correlation
`HipExternalRotatationPassiveLeft` is highly overall correlated with `KneeStrideFlexionFC` and 5 other fields	High correlation
`HipExternalRotatationPassiveRight` is highly overall correlated with `ShoulderThrowRotationMER` and 8 other fields	High correlation
`ShoulderExternalRotatationStrengthLeft` is highly overall correlated with `ShoulderThrowRotationMER` and 7 other fields	High correlation
`ShoulderExternalRotatationStrengthRight` is highly overall correlated with `ShoulderThrowRotationMER` and 7 other fields	High correlation
`AvgBrakingForceNewtons` is highly overall correlated with `PeakPropulsiveForceNewtons` and 4 other fields	High correlation
`PeakPropulsiveForceNewtons` is highly overall correlated with `KneeStrideFlexionFC` and 4 other fields	High correlation
`LeftAvgBrakingForceNewtons` is highly overall correlated with `KneeStrideFlexionFC` and 6 other fields	High correlation
`RightAvgBrakingForceNewtons` is highly overall correlated with `ElbowThrowFlexionFC` and 3 other fields	High correlation
`PlayerCode` is highly overall correlated with `ElbowThrowFlexionFC` and 10 other fields	High correlation
`PitchType` is highly overall correlated with `InducedVerticalBreak`	High correlation
`CombinedDiagnosis` is highly overall correlated with `ElbowThrowFlexionFC` and 8 other fields	High correlation
`ASLRCoreStabilityRight` is highly overall correlated with `HorizontalBreak` and 11 other fields	High correlation
`GripLeft` has 1152 (1.2%) missing values	Missing
`GripRight` has 1152 (1.2%) missing values	Missing
`HipExternalRotatationPassiveLeft` has 30685 (32.3%) missing values	Missing
`HipExternalRotatationPassiveRight` has 30685 (32.3%) missing values	Missing
`ShoulderExternalRotatationStrengthLeft` has 30685 (32.3%) missing values	Missing
`ShoulderExternalRotatationStrengthRight` has 30685 (32.3%) missing values	Missing
`ASLRCoreStabilityLeft` has 42934 (45.2%) missing values	Missing
`ASLRCoreStabilityRight` has 42934 (45.2%) missing values	Missing
`AvgBrakingForceNewtons` has 20478 (21.5%) missing values	Missing
`PeakPropulsiveForceNewtons` has 11478 (12.1%) missing values	Missing
`JumpHeightMeters` has 11478 (12.1%) missing values	Missing
`ImpulseRatio` has 20478 (21.5%) missing values	Missing
`LeftAvgBrakingForceNewtons` has 20478 (21.5%) missing values	Missing
`RightAvgBrakingForceNewtons` has 20478 (21.5%) missing values	Missing

Reproduction

Analysis started	2023-10-31 03:29:23.309918
Analysis finished	2023-10-31 03:30:08.189463
Duration	44.88 seconds
Software version	ydata-profiling vv4.6.0
Download configuration	config.json

PlayerCode
Categorical

HIGH CORRELATION

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

KYOF	25300
VX9I	23712
VR1T	7920
MR7S	7808
LI18	6800
Other values (6)	23502

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	380168
Distinct characters	25
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	VR1T
2nd row	VR1T
3rd row	VR1T
4th row	VR1T
5th row	VR1T

Common Values

Value	Count	Frequency (%)
KYOF	25300	26.6%
VX9I	23712	24.9%
VR1T	7920	8.3%
MR7S	7808	8.2%
LI18	6800	7.2%
L8DC	6360	6.7%
2D7B	5760	6.1%
63FZ	3960	4.2%
L6I5	3444	3.6%
YXS2	2178	2.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
kyof	25300	26.6%
vx9i	23712	24.9%
vr1t	7920	8.3%
mr7s	7808	8.2%
li18	6800	7.2%
l8dc	6360	6.7%
2d7b	5760	6.1%
63fz	3960	4.2%
l6i5	3444	3.6%
yxs2	2178	2.3%

Most occurring characters

Value	Count	Frequency (%)
I	33956	8.9%
V	33432	8.8%
F	29260	7.7%
X	27690	7.3%
Y	27478	7.2%
K	25300	6.7%
O	25300	6.7%
9	23712	6.2%
L	18404	4.8%
R	15728	4.1%
Other values (15)	119908	31.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	292262	76.9%
Decimal Number	87906	23.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	33956	11.6%
V	33432	11.4%
F	29260	10.0%
X	27690	9.5%
Y	27478	9.4%
K	25300	8.7%
O	25300	8.7%
L	18404	6.3%
R	15728	5.4%
D	12120	4.1%
Other values (7)	43594	14.9%

Decimal Number

Value	Count	Frequency (%)
9	23712	27.0%
1	14720	16.7%
7	13568	15.4%
8	13160	15.0%
2	7938	9.0%
6	7404	8.4%
3	3960	4.5%
5	3444	3.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	292262	76.9%
Common	87906	23.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	33956	11.6%
V	33432	11.4%
F	29260	10.0%
X	27690	9.5%
Y	27478	9.4%
K	25300	8.7%
O	25300	8.7%
L	18404	6.3%
R	15728	5.4%
D	12120	4.1%
Other values (7)	43594	14.9%

Common

Value	Count	Frequency (%)
9	23712	27.0%
1	14720	16.7%
7	13568	15.4%
8	13160	15.0%
2	7938	9.0%
6	7404	8.4%
3	3960	4.5%
5	3444	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	380168	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	33956	8.9%
V	33432	8.8%
F	29260	7.7%
X	27690	7.3%
Y	27478	7.2%
K	25300	6.7%
O	25300	6.7%
9	23712	6.2%
L	18404	4.8%
R	15728	4.1%
Other values (15)	119908	31.5%

PitchId
Real number (ℝ)

HIGH CORRELATION

Distinct	456
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	87.322826

Minimum	1
Maximum	456
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	18
median	46
Q3	99
95-th percentile	365
Maximum	456
Range	455
Interquartile range (IQR)	81

Descriptive statistics

Standard deviation	108.15067
Coefficient of variation (CV)	1.2385155
Kurtosis	2.5771217
Mean	87.322826
Median Absolute Deviation (MAD)	33
Skewness	1.872181
Sum	8299336
Variance	11696.568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	1366	1.4%
1	1366	1.4%
15	1366	1.4%
14	1366	1.4%
13	1366	1.4%
12	1366	1.4%
11	1366	1.4%
8	1366	1.4%
4	1366	1.4%
3	1366	1.4%
Other values (446)	81382	85.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1366	1.4%
2	1366	1.4%
3	1366	1.4%
4	1366	1.4%
5	1366	1.4%
6	1366	1.4%
7	1366	1.4%
8	1366	1.4%
9	1366	1.4%
10	1366	1.4%

Value	Count	Frequency (%)
456	52	0.1%
455	52	0.1%
454	52	0.1%
453	52	0.1%
452	52	0.1%
451	52	0.1%
450	52	0.1%
449	52	0.1%
448	52	0.1%
447	52	0.1%

PitchDate
Date

Distinct	23
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

Minimum	2023-03-14 00:00:00
Maximum	2023-07-29 00:00:00

Histogram

Histogram with fixed size bins (bins=23)

PitchTime
Text

Distinct	1042
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	855378
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	23:25:11
2nd row	23:25:11
3rd row	23:25:11
4th row	23:25:11
5th row	23:25:11

Value	Count	Frequency (%)
19:17:06	392	0.4%
19:01:03	340	0.4%
19:01:41	340	0.4%
19:15:56	340	0.4%
19:02:44	340	0.4%
19:03:01	340	0.4%
19:14:38	340	0.4%
19:14:53	340	0.4%
19:16:25	340	0.4%
19:00:49	340	0.4%
Other values (1032)	91590	96.4%

Most occurring characters

Value	Count	Frequency (%)
:	190084	22.2%
1	123680	14.5%
0	121288	14.2%
	95042	11.1%
2	75208	8.8%
4	53766	6.3%
3	45168	5.3%
5	42788	5.0%
7	34586	4.0%
9	26744	3.1%
Other values (2)	47024	5.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	570252	66.7%
Other Punctuation	190084	22.2%
Space Separator	95042	11.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	123680	21.7%
0	121288	21.3%
2	75208	13.2%
4	53766	9.4%
3	45168	7.9%
5	42788	7.5%
7	34586	6.1%
9	26744	4.7%
6	26490	4.6%
8	20534	3.6%

Other Punctuation

Value	Count	Frequency (%)
:	190084	100.0%

Space Separator

Value	Count	Frequency (%)
	95042	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	855378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	190084	22.2%
1	123680	14.5%
0	121288	14.2%
	95042	11.1%
2	75208	8.8%
4	53766	6.3%
3	45168	5.3%
5	42788	5.0%
7	34586	4.0%
9	26744	3.1%
Other values (2)	47024	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	855378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	190084	22.2%
1	123680	14.5%
0	121288	14.2%
	95042	11.1%
2	75208	8.8%
4	53766	6.3%
3	45168	5.3%
5	42788	5.0%
7	34586	4.0%
9	26744	3.1%
Other values (2)	47024	5.5%

ThrowHand
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

R	95042

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	95042
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	R
2nd row	R
3rd row	R
4th row	R
5th row	R

Common Values

Value	Count	Frequency (%)
R	95042	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
r	95042	100.0%

Most occurring characters

Value	Count	Frequency (%)
R	95042	100.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	95042	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	95042	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	95042	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
R	95042	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	95042	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
R	95042	100.0%

PitchType
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

FB	45550
SL	26188
CH	12234
CB	3968
CT	3322
Other values (2)	3780

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	190084
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CB
2nd row	CB
3rd row	CB
4th row	CB
5th row	CB

Common Values

Value	Count	Frequency (%)
FB	45550	47.9%
SL	26188	27.6%
CH	12234	12.9%
CB	3968	4.2%
CT	3322	3.5%
SP	2488	2.6%
SI	1292	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
fb	45550	47.9%
sl	26188	27.6%
ch	12234	12.9%
cb	3968	4.2%
ct	3322	3.5%
sp	2488	2.6%
si	1292	1.4%

Most occurring characters

Value	Count	Frequency (%)
B	49518	26.1%
F	45550	24.0%
S	29968	15.8%
L	26188	13.8%
C	19524	10.3%
H	12234	6.4%
T	3322	1.7%
P	2488	1.3%
I	1292	0.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	190084	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
B	49518	26.1%
F	45550	24.0%
S	29968	15.8%
L	26188	13.8%
C	19524	10.3%
H	12234	6.4%
T	3322	1.7%
P	2488	1.3%
I	1292	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	190084	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	49518	26.1%
F	45550	24.0%
S	29968	15.8%
L	26188	13.8%
C	19524	10.3%
H	12234	6.4%
T	3322	1.7%
P	2488	1.3%
I	1292	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	190084	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
B	49518	26.1%
F	45550	24.0%
S	29968	15.8%
L	26188	13.8%
C	19524	10.3%
H	12234	6.4%
T	3322	1.7%
P	2488	1.3%
I	1292	0.7%

Velocity
Real number (ℝ)

HIGH CORRELATION

Distinct	1053
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.333556

Minimum	72.978328
Maximum	99.148787
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	72.978328
5-th percentile	78.431176
Q1	83.471159
median	88.840871
Q3	93.56152
95-th percentile	96.348111
Maximum	99.148787
Range	26.170458
Interquartile range (IQR)	10.090361

Descriptive statistics

Standard deviation	5.9153988
Coefficient of variation (CV)	0.06696661
Kurtosis	-1.0436641
Mean	88.333556
Median Absolute Deviation (MAD)	4.97936
Skewness	-0.32228539
Sum	8395397.8
Variance	34.991943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88.33348237	340	0.4%
94.39910801	340	0.4%
83.36131369	340	0.4%
78.91203183	340	0.4%
78.09569221	340	0.4%
79.10388061	340	0.4%
80.64740763	340	0.4%
94.98734402	340	0.4%
93.38015731	340	0.4%
94.67286616	340	0.4%
Other values (1043)	91642	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
72.97832819	52	0.1%
73.3756951	132	0.1%
73.73102889	66	0.1%
73.93801915	52	0.1%
74.23026138	132	0.1%
74.27116216	42	< 0.1%
74.3649345	42	< 0.1%
74.48682358	42	< 0.1%
74.5325875	42	< 0.1%
74.56593757	42	< 0.1%

Value	Count	Frequency (%)
99.14878666	220	0.2%
98.71237515	220	0.2%
97.95939793	220	0.2%
97.89205439	220	0.2%
97.83524004	220	0.2%
97.66319837	220	0.2%
97.5339045	220	0.2%
97.42026504	220	0.2%
97.37319954	220	0.2%
97.07269187	220	0.2%

HorizontalBreak
Real number (ℝ)

HIGH CORRELATION

Distinct	1053
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.6830306

Minimum	-18.794367
Maximum	21.133459
Zeros	0
Zeros (%)	0.0%
Negative	63150
Negative (%)	66.4%
Memory size	3.5 MiB

Quantile statistics

Minimum	-18.794367
5-th percentile	-14.440561
Q1	-10.721444
median	-7.1875531
Q3	4.3119213
95-th percentile	14.761125
Maximum	21.133459
Range	39.927827
Interquartile range (IQR)	15.033366

Descriptive statistics

Standard deviation	9.3039505
Coefficient of variation (CV)	-2.5261671
Kurtosis	-0.50779387
Mean	-3.6830306
Median Absolute Deviation (MAD)	5.2315333
Skewness	0.7691506
Sum	-350042.59
Variance	86.563496
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.896056285	340	0.4%
-10.74023031	340	0.4%
-13.61554148	340	0.4%
15.28428694	340	0.4%
18.8324387	340	0.4%
20.15313754	340	0.4%
17.30282201	340	0.4%
-8.502931871	340	0.4%
-10.35187193	340	0.4%
-5.57453235	340	0.4%
Other values (1043)	91642	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-18.79436746	52	0.1%
-18.60369175	52	0.1%
-17.98819157	52	0.1%
-17.63232952	90	0.1%
-17.17232107	64	0.1%
-17.15739465	64	0.1%
-17.05320478	90	0.1%
-16.9571936	52	0.1%
-16.95418047	52	0.1%
-16.92990206	64	0.1%

Value	Count	Frequency (%)
21.13345949	64	0.1%
21.06025677	64	0.1%
20.15313754	340	0.4%
20.00475852	64	0.1%
19.91527574	52	0.1%
19.53541234	52	0.1%
19.42360209	52	0.1%
19.28394065	52	0.1%
19.21520819	52	0.1%
19.21129625	64	0.1%

InducedVerticalBreak
Real number (ℝ)

HIGH CORRELATION

Distinct	1053
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.9514418

Minimum	-17.67044
Maximum	22.084603
Zeros	0
Zeros (%)	0.0%
Negative	10808
Negative (%)	11.4%
Memory size	3.5 MiB

Quantile statistics

Minimum	-17.67044
5-th percentile	-2.820641
Q1	2.7801263
median	10.464638
Q3	15.72881
95-th percentile	18.548724
Maximum	22.084603
Range	39.755042
Interquartile range (IQR)	12.948684

Descriptive statistics

Standard deviation	7.7292154
Coefficient of variation (CV)	0.86346039
Kurtosis	-0.37796554
Mean	8.9514418
Median Absolute Deviation (MAD)	6.1408416
Skewness	-0.55886141
Sum	850762.93
Variance	59.740771
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.891417633	340	0.4%
16.98476642	340	0.4%
1.7591018	340	0.4%
0.74178395	340	0.4%
1.876018994	340	0.4%
-0.135276658	340	0.4%
0.215815711	340	0.4%
17.96016004	340	0.4%
15.61197169	340	0.4%
17.43519644	340	0.4%
Other values (1043)	91642	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-17.67043959	42	< 0.1%
-17.64386483	42	< 0.1%
-16.85797141	42	< 0.1%
-16.63686142	42	< 0.1%
-16.61134993	42	< 0.1%
-16.30499014	42	< 0.1%
-16.1124281	42	< 0.1%
-16.07494605	42	< 0.1%
-15.82414246	42	< 0.1%
-15.5481647	42	< 0.1%

Value	Count	Frequency (%)
22.08460289	42	< 0.1%
21.84897302	42	< 0.1%
21.7632121	42	< 0.1%
21.39881682	42	< 0.1%
21.34508792	42	< 0.1%
21.26452317	42	< 0.1%
21.15786485	42	< 0.1%
21.10395722	42	< 0.1%
21.01519069	42	< 0.1%
21.0040342	132	0.1%

KneeStrideFlexionFC
Real number (ℝ)

HIGH CORRELATION

Distinct	1053
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.987206

Minimum	9.3091801
Maximum	75.692113
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	9.3091801
5-th percentile	36.843871
Q1	42.388955
median	47.566726
Q3	52.370854
95-th percentile	68.145266
Maximum	75.692113
Range	66.382933
Interquartile range (IQR)	9.9818994

Descriptive statistics

Standard deviation	8.9708799
Coefficient of variation (CV)	0.18694316
Kurtosis	3.0439268
Mean	47.987206
Median Absolute Deviation (MAD)	4.9657651
Skewness	0.057832883
Sum	4560800
Variance	80.476687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43.60107566	340	0.4%
42.12542514	340	0.4%
37.91895928	340	0.4%
41.18841586	340	0.4%
42.76237021	340	0.4%
45.36839465	340	0.4%
41.93306839	340	0.4%
43.96500983	340	0.4%
43.45838889	340	0.4%
42.86583298	340	0.4%
Other values (1043)	91642	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.309180128	120	0.1%
10.38673586	120	0.1%
10.52318989	120	0.1%
10.95683395	120	0.1%
11.03512562	120	0.1%
12.49366776	120	0.1%
12.97232718	120	0.1%
15.36911733	132	0.1%
16.11687343	120	0.1%
22.84040203	120	0.1%

Value	Count	Frequency (%)
75.69211275	120	0.1%
73.91496583	120	0.1%
73.30660204	120	0.1%
73.11067277	120	0.1%
72.92910601	120	0.1%
72.5716523	120	0.1%
72.28075618	120	0.1%
72.26505173	120	0.1%
72.0189729	120	0.1%
71.78930669	120	0.1%

KneeStrideFlexionAngVeloPeak
Real number (ℝ)

HIGH CORRELATION

Distinct	1053
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	327.79342

Minimum	57.464634
Maximum	570.29009
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	57.464634
5-th percentile	110.35308
Q1	179.47265
median	372.96443
Q3	437.31035
95-th percentile	489.51647
Maximum	570.29009
Range	512.82545
Interquartile range (IQR)	257.8377

Descriptive statistics

Standard deviation	132.81186
Coefficient of variation (CV)	0.40516938
Kurtosis	-1.2268773
Mean	327.79342
Median Absolute Deviation (MAD)	87.03613
Skewness	-0.48130342
Sum	31154142
Variance	17638.99
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
425.3177926	340	0.4%
423.3040349	340	0.4%
310.4663411	340	0.4%
376.3827404	340	0.4%
407.0948055	340	0.4%
381.8398385	340	0.4%
429.202192	340	0.4%
431.2571062	340	0.4%
405.9550023	340	0.4%
389.2532385	340	0.4%
Other values (1043)	91642	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
57.46463413	52	0.1%
57.89458193	52	0.1%
61.96915867	52	0.1%
63.31332326	52	0.1%
64.44129464	52	0.1%
68.38760054	52	0.1%
69.95677683	52	0.1%
73.09595299	52	0.1%
74.12890952	52	0.1%
74.58146618	52	0.1%

Value	Count	Frequency (%)
570.290089	120	0.1%
525.5223302	64	0.1%
523.4546323	64	0.1%
523.4480069	64	0.1%
521.1360946	64	0.1%
513.1754925	132	0.1%
512.4414222	64	0.1%
511.9269119	64	0.1%
511.1688117	64	0.1%
510.8026404	132	0.1%

ShoulderThrowRotationMER
Real number (ℝ)

HIGH CORRELATION

Distinct	1053
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-186.70659

Minimum	-539.81899
Maximum	-169.21188
Zeros	0
Zeros (%)	0.0%
Negative	95042
Negative (%)	100.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	-539.81899
5-th percentile	-197.85158
Q1	-193.30409
median	-185.76582
Q3	-178.9733
95-th percentile	-173.84753
Maximum	-169.21188
Range	370.60711
Interquartile range (IQR)	14.330785

Descriptive statistics

Standard deviation	18.831072
Coefficient of variation (CV)	-0.10085917
Kurtosis	283.27755
Mean	-186.70659
Median Absolute Deviation (MAD)	7.107305
Skewness	-15.236211
Sum	-17744967
Variance	354.60927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-200.0959805	340	0.4%
-196.4578262	340	0.4%
-200.4134829	340	0.4%
-197.584508	340	0.4%
-196.4787711	340	0.4%
-195.4320256	340	0.4%
-196.2680955	340	0.4%
-195.7943127	340	0.4%
-196.5827911	340	0.4%
-196.6482332	340	0.4%
Other values (1043)	91642	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-539.8189892	220	0.2%
-200.5612007	340	0.4%
-200.4134829	340	0.4%
-200.0959805	340	0.4%
-200.0909387	120	0.1%
-199.9868919	120	0.1%
-199.9797987	340	0.4%
-199.8705626	120	0.1%
-199.8157283	120	0.1%
-199.7577872	120	0.1%

Value	Count	Frequency (%)
-169.2118784	220	0.2%
-169.4658233	220	0.2%
-169.4987856	220	0.2%
-169.5282257	220	0.2%
-169.6090537	220	0.2%
-169.8593487	220	0.2%
-169.8717347	220	0.2%
-170.5268925	220	0.2%
-170.6708417	220	0.2%
-171.3102729	220	0.2%

ElbowThrowFlexionFC
Real number (ℝ)

HIGH CORRELATION

Distinct	1053
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.15269

Minimum	36.280024
Maximum	132.87466
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	36.280024
5-th percentile	75.962344
Q1	99.834176
median	104.37227
Q3	110.77331
95-th percentile	123.27669
Maximum	132.87466
Range	96.59464
Interquartile range (IQR)	10.939138

Descriptive statistics

Standard deviation	13.185801
Coefficient of variation (CV)	0.12660067
Kurtosis	4.2662608
Mean	104.15269
Median Absolute Deviation (MAD)	5.5282472
Skewness	-1.3250208
Sum	9898880.3
Variance	173.86534
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126.2013749	340	0.4%
126.5273887	340	0.4%
115.4467846	340	0.4%
121.2067144	340	0.4%
120.7001136	340	0.4%
118.8954222	340	0.4%
119.8885413	340	0.4%
122.5455023	340	0.4%
122.9857598	340	0.4%
123.6093102	340	0.4%
Other values (1043)	91642	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.28002445	120	0.1%
39.81479444	120	0.1%
40.90524042	120	0.1%
41.49560719	120	0.1%
44.17032651	120	0.1%
46.37422484	120	0.1%
46.71587275	120	0.1%
47.45992523	120	0.1%
62.27660524	132	0.1%
69.00489528	132	0.1%

Value	Count	Frequency (%)
132.8746644	66	0.1%
132.4201888	66	0.1%
132.1252499	66	0.1%
130.7809855	66	0.1%
130.2428992	66	0.1%
130.1222961	66	0.1%
129.3875599	66	0.1%
128.5953864	66	0.1%
128.4581793	340	0.4%
128.4553463	66	0.1%

HipChestSeparationPeak
Real number (ℝ)

HIGH CORRELATION

Distinct	1053
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.594893

Minimum	37.206183
Maximum	75.69585
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	37.206183
5-th percentile	44.522024
Q1	48.420697
median	51.95438
Q3	56.226778
95-th percentile	71.085872
Maximum	75.69585
Range	38.489668
Interquartile range (IQR)	7.8060808

Descriptive statistics

Standard deviation	7.6528219
Coefficient of variation (CV)	0.14279013
Kurtosis	0.87810083
Mean	53.594893
Median Absolute Deviation (MAD)	3.7867977
Skewness	1.1246722
Sum	5093765.8
Variance	58.565684
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75.2613651	340	0.4%
69.09167027	340	0.4%
67.18938992	340	0.4%
71.04304357	340	0.4%
69.84085946	340	0.4%
73.62531791	340	0.4%
70.12677511	340	0.4%
67.37024002	340	0.4%
66.72778598	340	0.4%
70.80499783	340	0.4%
Other values (1043)	91642	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.20618266	42	< 0.1%
37.51502486	52	0.1%
37.53300215	66	0.1%
37.64517252	42	< 0.1%
37.66812798	42	< 0.1%
37.92720995	132	0.1%
38.14216163	42	< 0.1%
38.25444343	42	< 0.1%
39.27494879	66	0.1%
39.40267051	42	< 0.1%

Value	Count	Frequency (%)
75.69585031	340	0.4%
75.26196662	120	0.1%
75.2613651	340	0.4%
74.44280813	120	0.1%
74.39353871	120	0.1%
74.33224635	120	0.1%
73.62531791	340	0.4%
73.53731837	120	0.1%
73.36384562	120	0.1%
73.27537999	120	0.1%

InjuredDate
Date

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

Minimum	2023-03-17 00:00:00
Maximum	2023-08-08 00:00:00

Histogram

Histogram with fixed size bins (bins=11)

CombinedDiagnosis
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

R Arm/Elbow Strain	41380
L Pelvis/Hips Strain	23712
R Shoulder Impingement Syndrome	11252
R Arm/Elbow Tendinitis	7920
R Shoulder Tendinitis	6800
Other values (2)	3978

Length

Max length	31
Median length	22
Mean length	20.544159
Min length	17

Characters and Unicode

Total characters	1952558
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	R Arm/Elbow Tendinitis
2nd row	R Arm/Elbow Tendinitis
3rd row	R Arm/Elbow Tendinitis
4th row	R Arm/Elbow Tendinitis
5th row	R Arm/Elbow Tendinitis

Common Values

Value	Count	Frequency (%)
R Arm/Elbow Strain	41380	43.5%
L Pelvis/Hips Strain	23712	24.9%
R Shoulder Impingement Syndrome	11252	11.8%
R Arm/Elbow Tendinitis	7920	8.3%
R Shoulder Tendinitis	6800	7.2%
O Head Concussion	2178	2.3%
R Shoulder Strain	1800	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
r	69152	23.3%
strain	66892	22.6%
arm/elbow	49300	16.6%
l	23712	8.0%
pelvis/hips	23712	8.0%
shoulder	19852	6.7%
tendinitis	14720	5.0%
impingement	11252	3.8%
syndrome	11252	3.8%
o	2178	0.7%
Other values (2)	4356	1.5%

Most occurring characters

Value	Count	Frequency (%)
	201336	10.3%
i	171906	8.8%
r	147296	7.5%
n	134444	6.9%
S	97996	5.0%
e	94218	4.8%
l	92864	4.8%
t	92864	4.8%
o	84760	4.3%
m	83056	4.3%
Other values (23)	751818	38.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1308820	67.0%
Uppercase Letter	369390	18.9%
Space Separator	201336	10.3%
Other Punctuation	73012	3.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	171906	13.1%
r	147296	11.3%
n	134444	10.3%
e	94218	7.2%
l	92864	7.1%
t	92864	7.1%
o	84760	6.5%
m	83056	6.3%
a	69070	5.3%
s	66500	5.1%
Other values (10)	271842	20.8%

Uppercase Letter

Value	Count	Frequency (%)
S	97996	26.5%
R	69152	18.7%
E	49300	13.3%
A	49300	13.3%
H	25890	7.0%
L	23712	6.4%
P	23712	6.4%
T	14720	4.0%
I	11252	3.0%
O	2178	0.6%

Space Separator

Value	Count	Frequency (%)
	201336	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	73012	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1678210	85.9%
Common	274348	14.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	171906	10.2%
r	147296	8.8%
n	134444	8.0%
S	97996	5.8%
e	94218	5.6%
l	92864	5.5%
t	92864	5.5%
o	84760	5.1%
m	83056	4.9%
R	69152	4.1%
Other values (21)	609654	36.3%

Common

Value	Count	Frequency (%)
	201336	73.4%
/	73012	26.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1952558	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	201336	10.3%
i	171906	8.8%
r	147296	7.5%
n	134444	6.9%
S	97996	5.0%
e	94218	4.8%
l	92864	4.8%
t	92864	4.8%
o	84760	4.3%
m	83056	4.3%
Other values (23)	751818	38.5%

GripLeft
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	43
Distinct (%)	< 0.1%
Missing	1152
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	160.52129

Minimum	95.700798
Maximum	197.96468
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	95.700798
5-th percentile	121.64869
Q1	145.75553
median	161.43392
Q3	180.74197
95-th percentile	197.96468
Maximum	197.96468
Range	102.26388
Interquartile range (IQR)	34.986439

Descriptive statistics

Standard deviation	23.2549
Coefficient of variation (CV)	0.14487113
Kurtosis	-0.090735323
Mean	160.52129
Median Absolute Deviation (MAD)	19.308056
Skewness	-0.39476104
Sum	15071344
Variance	540.79036
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
167.4976716	5928	6.2%
156.1285345	5928	6.2%
174.7898983	5928	6.2%
165.5584764	5928	6.2%
180.7419731	5060	5.3%
184.0925037	5060	5.3%
190.6122798	5060	5.3%
191.9997559	5060	5.3%
197.9646832	5060	5.3%
157.5092133	2640	2.8%
Other values (33)	42238	44.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
95.70079824	1152	1.2%
97.07402499	1152	1.2%
114.8795876	1152	1.2%
114.8873204	1148	1.2%
121.6486851	1152	1.2%
126.0001272	1148	1.2%
129.7333877	1148	1.2%
134.845475	1590	1.7%
135.0678817	1590	1.7%
135.6663451	1590	1.7%

Value	Count	Frequency (%)
197.9646832	5060	5.3%
191.9997559	5060	5.3%
190.6122798	5060	5.3%
184.0925037	5060	5.3%
180.7419731	5060	5.3%
174.7898983	5928	6.2%
167.4976716	5928	6.2%
166.1207282	1360	1.4%
165.5584764	5928	6.2%
161.9097208	1360	1.4%

GripRight
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	43
Distinct (%)	< 0.1%
Missing	1152
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	163.90238

Minimum	99.640817
Maximum	193.41114
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	99.640817
5-th percentile	132.70929
Q1	148.22592
median	171.58622
Q3	180.34178
95-th percentile	193.41114
Maximum	193.41114
Range	93.770322
Interquartile range (IQR)	32.115862

Descriptive statistics

Standard deviation	21.814585
Coefficient of variation (CV)	0.13309498
Kurtosis	0.075799953
Mean	163.90238
Median Absolute Deviation (MAD)	17.106955
Skewness	-0.80816385
Sum	15388795
Variance	475.8761
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
188.6931707	5928	6.2%
174.5382103	5928	6.2%
181.2299584	5928	6.2%
178.3647818	5928	6.2%
193.4111396	5060	5.3%
179.6923543	5060	5.3%
182.0643014	5060	5.3%
171.586216	5060	5.3%
180.3417831	5060	5.3%
179.8750722	2640	2.8%
Other values (33)	42238	44.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
99.64081708	1152	1.2%
106.6759325	1152	1.2%
110.3645614	1152	1.2%
111.8998226	1152	1.2%
132.7092867	1360	1.4%
133.0087555	990	1.0%
133.6933091	1148	1.2%
137.5115609	1148	1.2%
137.7262298	1360	1.4%
138.5682719	990	1.0%

Value	Count	Frequency (%)
193.4111396	5060	5.3%
188.6931707	5928	6.2%
182.0643014	5060	5.3%
181.2299584	5928	6.2%
180.3417831	5060	5.3%
179.8750722	2640	2.8%
179.6923543	5060	5.3%
178.3647818	5928	6.2%
174.5382103	5928	6.2%
171.586216	5060	5.3%

GripDateAssessed
Date

Distinct	39
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

Minimum	2023-02-18 00:00:00
Maximum	2023-08-07 00:00:00

Histogram

Histogram with fixed size bins (bins=39)

PerformanceDateAssessed
Date

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

Minimum	2023-02-22 00:00:00
Maximum	2023-07-22 00:00:00

Histogram

Histogram with fixed size bins (bins=18)

HipExternalRotatationPassiveLeft
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	15
Distinct (%)	< 0.1%
Missing	30685
Missing (%)	32.3%
Infinite	0
Infinite (%)	0.0%
Mean	33.307312

Minimum	19.211221
Maximum	48.57563
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	19.211221
5-th percentile	26.742781
Q1	26.926464
median	29.744934
Q3	39.401758
95-th percentile	48.57563
Maximum	48.57563
Range	29.364409
Interquartile range (IQR)	12.475294

Descriptive statistics

Standard deviation	7.3245622
Coefficient of variation (CV)	0.21990854
Kurtosis	-0.59460032
Mean	33.307312
Median Absolute Deviation (MAD)	3.0021526
Skewness	0.61341683
Sum	2143558.7
Variance	53.649211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
26.7427814	12650	13.3%
29.74493396	12650	13.3%
26.92646412	5760	6.1%
44.473823	3960	4.2%
32.23186006	3960	4.2%
39.40175838	3904	4.1%
48.57562966	3400	3.6%
45.40592121	3400	3.6%
32.14945443	3180	3.3%
35.26808674	3180	3.3%
Other values (5)	8313	8.7%
(Missing)	30685	32.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.21122051	1800	1.9%
26.7427814	12650	13.3%
26.92646412	5760	6.1%
29.74493396	12650	13.3%
32.14945443	3180	3.3%
32.23186006	3960	4.2%
35.26808674	3180	3.3%
35.70598711	1722	1.8%
36.00556801	1089	1.1%
36.50320689	1722	1.8%

Value	Count	Frequency (%)
48.57562966	3400	3.6%
45.40592121	3400	3.6%
44.473823	3960	4.2%
42.55258653	1980	2.1%
39.40175838	3904	4.1%
36.50320689	1722	1.8%
36.00556801	1089	1.1%
35.70598711	1722	1.8%
35.26808674	3180	3.3%
32.23186006	3960	4.2%

HipExternalRotatationPassiveRight
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	15
Distinct (%)	< 0.1%
Missing	30685
Missing (%)	32.3%
Infinite	0
Infinite (%)	0.0%
Mean	31.701933

Minimum	21.950532
Maximum	46.939179
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	21.950532
5-th percentile	21.950532
Q1	23.749192
median	30.279283
Q3	38.480554
95-th percentile	46.939179
Maximum	46.939179
Range	24.988647
Interquartile range (IQR)	14.731363

Descriptive statistics

Standard deviation	8.4623059
Coefficient of variation (CV)	0.26693343
Kurtosis	-1.297445
Mean	31.701933
Median Absolute Deviation (MAD)	6.5300912
Skewness	0.31555944
Sum	2040241.3
Variance	71.610621
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
21.95053186	12650	13.3%
23.74919151	12650	13.3%
30.27928267	5760	6.1%
46.93917875	3960	4.2%
35.90838406	3960	4.2%
44.04357448	3904	4.1%
42.96689249	3400	3.6%
35.08814944	3400	3.6%
31.75676995	3180	3.3%
38.4805544	3180	3.3%
Other values (5)	8313	8.7%
(Missing)	30685	32.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21.95053186	12650	13.3%
23.74919151	12650	13.3%
26.63816969	1800	1.9%
30.27928267	5760	6.1%
31.75676995	3180	3.3%
35.08814944	3400	3.6%
35.90838406	3960	4.2%
36.05033378	1722	1.8%
36.69870284	1089	1.1%
37.917355	1722	1.8%

Value	Count	Frequency (%)
46.93917875	3960	4.2%
44.04357448	3904	4.1%
42.96689249	3400	3.6%
42.26307659	1980	2.1%
38.4805544	3180	3.3%
37.917355	1722	1.8%
36.69870284	1089	1.1%
36.05033378	1722	1.8%
35.90838406	3960	4.2%
35.08814944	3400	3.6%

ShoulderExternalRotatationStrengthLeft
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	15
Distinct (%)	< 0.1%
Missing	30685
Missing (%)	32.3%
Infinite	0
Infinite (%)	0.0%
Mean	59.257242

Minimum	33.863814
Maximum	82.831239
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	33.863814
5-th percentile	35.15412
Q1	46.724666
median	55.935014
Q3	71.16179
95-th percentile	82.831239
Maximum	82.831239
Range	48.967425
Interquartile range (IQR)	24.437123

Descriptive statistics

Standard deviation	15.710405
Coefficient of variation (CV)	0.26512211
Kurtosis	-1.253504
Mean	59.257242
Median Absolute Deviation (MAD)	13.004091
Skewness	0.22743033
Sum	3813618.3
Variance	246.81683
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
82.83123896	12650	13.3%
71.1617895	12650	13.3%
46.72466645	5760	6.1%
49.37743008	3960	4.2%
35.15412021	3960	4.2%
55.93501429	3904	4.1%
42.93092378	3400	3.6%
52.61526093	3400	3.6%
47.38317059	3180	3.3%
46.23423641	3180	3.3%
Other values (5)	8313	8.7%
(Missing)	30685	32.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.86381432	1800	1.9%
35.15412021	3960	4.2%
42.93092378	3400	3.6%
46.23423641	3180	3.3%
46.72466645	5760	6.1%
47.38317059	3180	3.3%
49.37743008	3960	4.2%
49.39494812	1722	1.8%
52.61526093	3400	3.6%
53.68671612	1722	1.8%

Value	Count	Frequency (%)
82.83123896	12650	13.3%
71.1617895	12650	13.3%
59.79638267	1980	2.1%
58.71304702	1089	1.1%
55.93501429	3904	4.1%
53.68671612	1722	1.8%
52.61526093	3400	3.6%
49.39494812	1722	1.8%
49.37743008	3960	4.2%
47.38317059	3180	3.3%

ShoulderExternalRotatationStrengthRight
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	15
Distinct (%)	< 0.1%
Missing	30685
Missing (%)	32.3%
Infinite	0
Infinite (%)	0.0%
Mean	56.926577

Minimum	28.234395
Maximum	78.099105
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	28.234395
5-th percentile	38.519851
Q1	43.989698
median	52.408248
Q3	70.561127
95-th percentile	78.099105
Maximum	78.099105
Range	49.86471
Interquartile range (IQR)	26.571429

Descriptive statistics

Standard deviation	15.741899
Coefficient of variation (CV)	0.27652986
Kurtosis	-1.5525101
Mean	56.926577
Median Absolute Deviation (MAD)	13.151625
Skewness	0.070286823
Sum	3663623.7
Variance	247.80737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
70.56112681	12650	13.3%
78.09910515	12650	13.3%
39.90689977	5760	6.1%
48.42637889	3960	4.2%
44.25702842	3960	4.2%
65.55987267	3904	4.1%
38.51985082	3400	3.6%
41.45303925	3400	3.6%
44.33276079	3180	3.3%
43.98969826	3180	3.3%
Other values (5)	8313	8.7%
(Missing)	30685	32.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28.23439517	1800	1.9%
38.51985082	3400	3.6%
39.90689977	5760	6.1%
40.12007384	1722	1.8%
41.45303925	3400	3.6%
43.98969826	3180	3.3%
44.25702842	3960	4.2%
44.33276079	3180	3.3%
48.42637889	3960	4.2%
51.0308892	1089	1.1%

Value	Count	Frequency (%)
78.09910515	12650	13.3%
70.56112681	12650	13.3%
65.55987267	3904	4.1%
56.43154134	1980	2.1%
52.40824807	1722	1.8%
51.0308892	1089	1.1%
48.42637889	3960	4.2%
44.33276079	3180	3.3%
44.25702842	3960	4.2%
43.98969826	3180	3.3%

ASLRCoreStabilityLeft
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	42934
Missing (%)	45.2%
Memory size	3.5 MiB

1.0	52108

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	156324
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	52108	54.8%
(Missing)	42934	45.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	52108	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	52108	33.3%
.	52108	33.3%
0	52108	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	104216	66.7%
Other Punctuation	52108	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	52108	50.0%
0	52108	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	52108	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	156324	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	52108	33.3%
.	52108	33.3%
0	52108	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	156324	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	52108	33.3%
.	52108	33.3%
0	52108	33.3%

ASLRCoreStabilityRight
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	42934
Missing (%)	45.2%
Memory size	3.5 MiB

1.0	39458
0.0	12650

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	156324
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	39458	41.5%
0.0	12650	13.3%
(Missing)	42934	45.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	39458	75.7%
0.0	12650	24.3%

Most occurring characters

Value	Count	Frequency (%)
0	64758	41.4%
.	52108	33.3%
1	39458	25.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	104216	66.7%
Other Punctuation	52108	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	64758	62.1%
1	39458	37.9%

Other Punctuation

Value	Count	Frequency (%)
.	52108	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	156324	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	64758	41.4%
.	52108	33.3%
1	39458	25.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	156324	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	64758	41.4%
.	52108	33.3%
1	39458	25.2%

AvgBrakingForceNewtons
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	130
Distinct (%)	0.2%
Missing	20478
Missing (%)	21.5%
Infinite	0
Infinite (%)	0.0%
Mean	1859.3293

Minimum	1246.3573
Maximum	2524.9609
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	1246.3573
5-th percentile	1549.934
Q1	1663.7417
median	1805.4483
Q3	2046.0752
95-th percentile	2298.4395
Maximum	2524.9609
Range	1278.6036
Interquartile range (IQR)	382.33343

Descriptive statistics

Standard deviation	242.49123
Coefficient of variation (CV)	0.13041866
Kurtosis	-0.27596567
Mean	1859.3293
Median Absolute Deviation (MAD)	164.9916
Skewness	0.31034856
Sum	1.3863903 × 10⁸
Variance	58801.995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1640.456664	1824	1.9%
1663.741749	1824	1.9%
1669.076167	1824	1.9%
1815.102011	1824	1.9%
1885.076167	1824	1.9%
1764.552974	1824	1.9%
1780.447816	1824	1.9%
1640.079493	1824	1.9%
1671.552974	1824	1.9%
1653.759261	1824	1.9%
Other values (120)	56324	59.3%
(Missing)	20478	21.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1246.357288	360	0.4%
1317.530468	360	0.4%
1338.577029	360	0.4%
1364.405849	360	0.4%
1391.366168	360	0.4%
1411.366168	360	0.4%
1424.70888	360	0.4%
1439.404515	360	0.4%
1455.192678	60	0.1%
1499.653995	360	0.4%

Value	Count	Frequency (%)
2524.960878	424	0.4%
2486.070448	198	0.2%
2439.732529	198	0.2%
2427.313362	424	0.4%
2396.919535	424	0.4%
2374.919535	424	0.4%
2372.3988	198	0.2%
2354.666825	198	0.2%
2322.86701	198	0.2%
2315.686846	424	0.4%

PeakPropulsiveForceNewtons
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	172
Distinct (%)	0.2%
Missing	11478
Missing (%)	12.1%
Infinite	0
Infinite (%)	0.0%
Mean	2495.7617

Minimum	1778.3916
Maximum	3309.4362
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	1778.3916
5-th percentile	2069.1009
Q1	2174.1926
median	2581.6806
Q3	2799.8992
95-th percentile	2958.1873
Maximum	3309.4362
Range	1531.0446
Interquartile range (IQR)	625.7066

Descriptive statistics

Standard deviation	330.62493
Coefficient of variation (CV)	0.13247456
Kurtosis	-1.4365199
Mean	2495.7617
Median Absolute Deviation (MAD)	322.05425
Skewness	0.067527568
Sum	2.0855583 × 10⁸
Variance	109312.84
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2299.192627	1824	1.9%
2361.022443	1824	1.9%
2249.439683	1824	1.9%
2125.022443	1824	1.9%
2140.739837	1824	1.9%
2082.717415	1824	1.9%
2156.011268	1824	1.9%
2267.66125	1824	1.9%
2180.195524	1824	1.9%
2174.192627	1824	1.9%
Other values (162)	65324	68.7%
(Missing)	11478	12.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1778.391603	200	0.2%
1803.944216	60	0.1%
1815.699281	60	0.1%
1885.699281	60	0.1%
1924.920541	60	0.1%
1938.61135	60	0.1%
1960.510835	60	0.1%
1965.510835	60	0.1%
1968.61135	60	0.1%
1973.76255	60	0.1%

Value	Count	Frequency (%)
3309.436203	198	0.2%
3163.98619	424	0.4%
3156.16993	198	0.2%
3107.886434	424	0.4%
3024.643833	264	0.3%
3022.088376	198	0.2%
3019.584483	320	0.3%
3012.642092	424	0.4%
2996.281702	198	0.2%
2991.742426	264	0.3%

JumpHeightMeters
Real number (ℝ)

MISSING

Distinct	165
Distinct (%)	0.2%
Missing	11478
Missing (%)	12.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.44367343

Minimum	-0.57388443
Maximum	1.5018376
Zeros	0
Zeros (%)	0.0%
Negative	21110
Negative (%)	22.2%
Memory size	3.5 MiB

Quantile statistics

Minimum	-0.57388443
5-th percentile	-0.43504709
Q1	-0.011190428
median	0.50864976
Q3	0.96172098
95-th percentile	1.3088699
Maximum	1.5018376
Range	2.075722
Interquartile range (IQR)	0.97291141

Descriptive statistics

Standard deviation	0.55239114
Coefficient of variation (CV)	1.2450399
Kurtosis	-1.1632391
Mean	0.44367343
Median Absolute Deviation (MAD)	0.48620012
Skewness	-0.085013221
Sum	37075.126
Variance	0.30513597
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1929044486	1824	1.9%
0.631775951	1824	1.9%
0.4040791309	1824	1.9%
0.8002679371	1824	1.9%
0.5134214582	1824	1.9%
0.1507048728	1824	1.9%
0.5434214594	1824	1.9%
0.2129044295	1824	1.9%
-0.06254967861	1824	1.9%
0.6517759617	1824	1.9%
Other values (155)	65324	68.7%
(Missing)	11478	12.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.5738844294	200	0.2%
-0.5698055667	200	0.2%
-0.5561567373	60	0.1%
-0.5481249657	976	1.0%
-0.5381249753	976	1.0%
-0.4978102548	200	0.2%
-0.4961567647	60	0.1%
-0.4960672287	424	0.4%
-0.4898055834	200	0.2%
-0.4638844151	200	0.2%

Value	Count	Frequency (%)
1.501837559	264	0.3%
1.423734469	60	0.1%
1.388749295	60	0.1%
1.383734477	60	0.1%
1.361000929	720	0.8%
1.359161709	424	0.4%
1.350455693	424	0.4%
1.341000918	360	0.4%
1.338749283	60	0.1%
1.329161708	424	0.4%

ImpulseRatio
Real number (ℝ)

MISSING

Distinct	130
Distinct (%)	0.2%
Missing	20478
Missing (%)	21.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.7815401

Minimum	0.61265509
Maximum	3.6775035
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	0.61265509
5-th percentile	0.9316929
Q1	1.203943
median	1.6885433
Q3	2.2921179
95-th percentile	2.8442827
Maximum	3.6775035
Range	3.0648484
Interquartile range (IQR)	1.0881749

Descriptive statistics

Standard deviation	0.65580595
Coefficient of variation (CV)	0.3681118
Kurtosis	-0.7526211
Mean	1.7815401
Median Absolute Deviation (MAD)	0.50514137
Skewness	0.35929075
Sum	132838.76
Variance	0.43008144
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.527702759	1824	1.9%
1.041263978	1824	1.9%
0.9538432034	1824	1.9%
1.582007141	1824	1.9%
0.9438432129	1824	1.9%
1.78079376	1824	1.9%
1.184780143	1824	1.9%
1.119939064	1824	1.9%
1.830793712	1824	1.9%
1.203942987	1824	1.9%
Other values (120)	56324	59.3%
(Missing)	20478	21.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6126550897	976	1.0%
0.662655042	976	1.0%
0.7714899569	492	0.5%
0.8414898901	492	0.5%
0.8914899617	492	0.5%
0.9316929043	976	1.0%
0.9400415127	60	0.1%
0.9438432129	1824	1.9%
0.9538432034	1824	1.9%
0.9866809426	424	0.4%

Value	Count	Frequency (%)
3.677503527	320	0.3%
3.206979909	320	0.3%
3.178126989	320	0.3%
3.099058322	1150	1.2%
3.072815571	320	0.3%
3.070849588	360	0.4%
2.988979304	200	0.2%
2.984684072	264	0.3%
2.961350359	60	0.1%
2.957687494	60	0.1%

LeftAvgBrakingForceNewtons
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	130
Distinct (%)	0.2%
Missing	20478
Missing (%)	21.5%
Infinite	0
Infinite (%)	0.0%
Mean	939.70744

Minimum	535.62593
Maximum	1202.2957
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	535.62593
5-th percentile	711.08929
Q1	833.75095
median	938.03309
Q3	1048.715
95-th percentile	1161.3306
Maximum	1202.2957
Range	666.66978
Interquartile range (IQR)	214.96407

Descriptive statistics

Standard deviation	136.70439
Coefficient of variation (CV)	0.14547548
Kurtosis	-0.1319939
Mean	939.70744
Median Absolute Deviation (MAD)	105.70563
Skewness	-0.24408155
Sum	70068346
Variance	18688.09
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
818.6026324	1824	1.9%
850.4880791	1824	1.9%
847.9508109	1824	1.9%
907.2959226	1824	1.9%
935.9508109	1824	1.9%
908.4307434	1824	1.9%
871.8521483	1824	1.9%
809.1263571	1824	1.9%
869.4307434	1824	1.9%
833.7509513	1824	1.9%
Other values (120)	56324	59.3%
(Missing)	20478	21.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
535.6259336	360	0.4%
553.1333435	360	0.4%
583.4204213	360	0.4%
590.5360542	360	0.4%
624.889411	360	0.4%
638.889411	360	0.4%
639.6772698	360	0.4%
655.8162739	360	0.4%
672.7242023	360	0.4%
704.4690554	360	0.4%

Value	Count	Frequency (%)
1202.295713	424	0.4%
1190.134116	1150	1.2%
1180.591517	424	0.4%
1179.294828	424	0.4%
1163.202141	1150	1.2%
1161.330612	264	0.3%
1158.212109	1150	1.2%
1151.095628	1150	1.2%
1139.061592	424	0.4%
1137.684776	198	0.2%

RightAvgBrakingForceNewtons
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	130
Distinct (%)	0.2%
Missing	20478
Missing (%)	21.5%
Infinite	0
Infinite (%)	0.0%
Mean	919.5034

Minimum	711.05219
Maximum	1407.8718
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.5 MiB

Quantile statistics

Minimum	711.05219
5-th percentile	757.43518
Q1	814.42438
median	872.8184
Q3	1000.5931
95-th percentile	1216.1234
Maximum	1407.8718
Range	696.81957
Interquartile range (IQR)	186.16869

Descriptive statistics

Standard deviation	140.13608
Coefficient of variation (CV)	0.15240409
Kurtosis	0.39514356
Mean	919.5034
Median Absolute Deviation (MAD)	66.024921
Skewness	1.1076394
Sum	68561851
Variance	19638.12
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
821.2747721	1824	1.9%
813.6131599	1824	1.9%
820.0484415	1824	1.9%
907.6872131	1824	1.9%
948.0484415	1824	1.9%
855.0107081	1824	1.9%
907.6786651	1824	1.9%
832.5010521	1824	1.9%
802.0107081	1824	1.9%
819.0144422	1824	1.9%
Other values (120)	56324	59.3%
(Missing)	20478	21.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
711.0521942	360	0.4%
743.28652	60	0.1%
748.8159726	360	0.4%
750.4657009	1150	1.2%
757.1235508	60	0.1%
757.4351811	1824	1.9%
765.1618007	360	0.4%
767.0523347	360	0.4%
773.0523347	360	0.4%
779.8696772	360	0.4%

Value	Count	Frequency (%)
1407.871766	198	0.2%
1322.285989	424	0.4%
1316.153946	198	0.2%
1311.881799	424	0.4%
1284.911644	198	0.2%
1278.949021	198	0.2%
1275.036721	198	0.2%
1246.75584	424	0.4%
1235.881799	424	0.4%
1224.401689	424	0.4%

JumpDateAssessed
Date

Distinct	95
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

Minimum	2023-02-15 00:00:00
Maximum	2023-07-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Auto

Heatmap
Table

	PitchId	Velocity	HorizontalBreak	InducedVerticalBreak	KneeStrideFlexionFC	KneeStrideFlexionAngVeloPeak	ShoulderThrowRotationMER	ElbowThrowFlexionFC	HipChestSeparationPeak	GripLeft	GripRight	HipExternalRotatationPassiveLeft	HipExternalRotatationPassiveRight	ShoulderExternalRotatationStrengthLeft	ShoulderExternalRotatationStrengthRight	AvgBrakingForceNewtons	PeakPropulsiveForceNewtons	JumpHeightMeters	ImpulseRatio	LeftAvgBrakingForceNewtons	RightAvgBrakingForceNewtons	PlayerCode	PitchType	CombinedDiagnosis	ASLRCoreStabilityRight
PitchId	1.000	-0.104	-0.031	-0.130	-0.243	-0.340	0.029	-0.177	-0.545	0.291	0.456	-0.306	-0.319	0.429	0.477	-0.290	-0.219	-0.066	-0.270	-0.227	-0.289	0.319	0.151	0.360	0.400
Velocity	-0.104	1.000	-0.567	0.825	0.257	0.251	-0.048	0.141	0.283	0.021	-0.006	-0.115	-0.089	-0.024	-0.012	-0.022	0.022	0.027	0.084	0.011	-0.046	0.248	0.490	0.244	0.461
HorizontalBreak	-0.031	-0.567	1.000	-0.453	0.077	0.157	0.151	0.051	0.063	0.113	0.041	0.086	-0.037	0.129	0.161	0.167	0.063	-0.016	0.053	0.205	0.083	0.263	0.465	0.252	0.519
InducedVerticalBreak	-0.130	0.825	-0.453	1.000	0.180	0.116	0.040	0.126	0.181	0.072	0.054	-0.156	-0.114	-0.013	-0.002	-0.035	-0.013	0.019	0.082	0.003	-0.071	0.261	0.552	0.236	0.390
KneeStrideFlexionFC	-0.243	0.257	0.077	0.180	1.000	0.388	0.432	0.263	0.223	0.015	-0.039	-0.503	-0.396	0.163	0.207	0.482	0.577	0.132	0.264	0.538	0.293	0.480	0.197	0.363	0.507
KneeStrideFlexionAngVeloPeak	-0.340	0.251	0.157	0.116	0.388	1.000	0.285	-0.033	0.496	-0.007	-0.222	0.185	0.109	0.153	0.321	0.356	0.212	0.076	0.217	0.364	0.240	0.454	0.229	0.487	0.713
ShoulderThrowRotationMER	0.029	-0.048	0.151	0.040	0.432	0.285	1.000	-0.288	-0.184	0.397	0.248	-0.709	-0.714	0.670	0.668	0.215	0.402	0.165	0.263	0.381	-0.051	0.079	0.050	0.054	0.081
ElbowThrowFlexionFC	-0.177	0.141	0.051	0.126	0.263	-0.033	-0.288	1.000	0.156	-0.215	-0.239	0.284	0.176	-0.147	-0.283	0.430	0.157	-0.102	-0.187	0.221	0.539	0.509	0.248	0.528	0.198
HipChestSeparationPeak	-0.545	0.283	0.063	0.181	0.223	0.496	-0.184	0.156	1.000	-0.213	-0.423	0.349	0.282	-0.379	-0.435	0.209	0.160	0.035	0.290	0.206	0.187	0.465	0.207	0.465	0.403
GripLeft	0.291	0.021	0.113	0.072	0.015	-0.007	0.397	-0.215	-0.213	1.000	0.766	-0.407	-0.659	0.718	0.722	-0.192	-0.129	-0.113	0.138	0.119	-0.449	0.630	0.243	0.498	1.000
GripRight	0.456	-0.006	0.041	0.054	-0.039	-0.222	0.248	-0.239	-0.423	0.766	1.000	-0.491	-0.632	0.652	0.752	-0.243	-0.166	-0.090	-0.028	0.000	-0.432	0.569	0.213	0.407	0.359
HipExternalRotatationPassiveLeft	-0.306	-0.115	0.086	-0.156	-0.503	0.185	-0.709	0.284	0.349	-0.407	-0.491	1.000	0.877	-0.478	-0.360	0.114	-0.354	-0.086	-0.308	-0.272	0.402	0.825	0.291	0.783	1.000
HipExternalRotatationPassiveRight	-0.319	-0.089	-0.037	-0.114	-0.396	0.109	-0.714	0.176	0.282	-0.659	-0.632	0.877	1.000	-0.694	-0.559	0.094	-0.314	0.004	-0.323	-0.371	0.426	0.836	0.258	0.697	1.000
ShoulderExternalRotatationStrengthLeft	0.429	-0.024	0.129	-0.013	0.163	0.153	0.670	-0.147	-0.379	0.718	0.652	-0.478	-0.694	1.000	0.838	0.180	0.341	-0.041	0.067	0.490	-0.162	0.802	0.305	0.736	1.000
ShoulderExternalRotatationStrengthRight	0.477	-0.012	0.161	-0.002	0.207	0.321	0.668	-0.283	-0.435	0.722	0.752	-0.360	-0.559	0.838	1.000	0.194	0.262	-0.023	0.022	0.494	-0.180	0.872	0.302	0.720	1.000
AvgBrakingForceNewtons	-0.290	-0.022	0.167	-0.035	0.482	0.356	0.215	0.430	0.209	-0.192	-0.243	0.114	0.094	0.180	0.194	1.000	0.826	0.057	-0.043	0.893	0.859	0.518	0.181	0.547	0.463
PeakPropulsiveForceNewtons	-0.219	0.022	0.063	-0.013	0.577	0.212	0.402	0.157	0.160	-0.129	-0.166	-0.354	-0.314	0.341	0.262	0.826	1.000	0.147	0.221	0.827	0.637	0.444	0.164	0.486	0.538
JumpHeightMeters	-0.066	0.027	-0.016	0.019	0.132	0.076	0.165	-0.102	0.035	-0.113	-0.090	-0.086	0.004	-0.041	-0.023	0.057	0.147	1.000	-0.005	0.070	0.026	0.336	0.146	0.325	0.312
ImpulseRatio	-0.270	0.084	0.053	0.082	0.264	0.217	0.263	-0.187	0.290	0.138	-0.028	-0.308	-0.323	0.067	0.022	-0.043	0.221	-0.005	1.000	0.098	-0.200	0.354	0.168	0.384	0.494
LeftAvgBrakingForceNewtons	-0.227	0.011	0.205	0.003	0.538	0.364	0.381	0.221	0.206	0.119	0.000	-0.272	-0.371	0.490	0.494	0.893	0.827	0.070	0.098	1.000	0.576	0.507	0.179	0.575	0.725
RightAvgBrakingForceNewtons	-0.289	-0.046	0.083	-0.071	0.293	0.240	-0.051	0.539	0.187	-0.449	-0.432	0.402	0.426	-0.162	-0.180	0.859	0.637	0.026	-0.200	0.576	1.000	0.446	0.202	0.449	0.246
PlayerCode	0.319	0.248	0.263	0.261	0.480	0.454	0.079	0.509	0.465	0.630	0.569	0.825	0.836	0.802	0.872	0.518	0.444	0.336	0.354	0.507	0.446	1.000	0.373	1.000	1.000
PitchType	0.151	0.490	0.465	0.552	0.197	0.229	0.050	0.248	0.207	0.243	0.213	0.291	0.258	0.305	0.302	0.181	0.164	0.146	0.168	0.179	0.202	0.373	1.000	0.321	0.477
CombinedDiagnosis	0.360	0.244	0.252	0.236	0.363	0.487	0.054	0.528	0.465	0.498	0.407	0.783	0.697	0.736	0.720	0.547	0.486	0.325	0.384	0.575	0.449	1.000	0.321	1.000	0.766
ASLRCoreStabilityRight	0.400	0.461	0.519	0.390	0.507	0.713	0.081	0.198	0.403	1.000	0.359	1.000	1.000	1.000	1.000	0.463	0.538	0.312	0.494	0.725	0.246	1.000	0.477	0.766	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	PlayerCode	PitchId	PitchDate	PitchTime	ThrowHand	PitchType	Velocity	HorizontalBreak	InducedVerticalBreak	KneeStrideFlexionFC	KneeStrideFlexionAngVeloPeak	ShoulderThrowRotationMER	ElbowThrowFlexionFC	HipChestSeparationPeak	InjuredDate	CombinedDiagnosis	GripLeft	GripRight	GripDateAssessed	PerformanceDateAssessed	HipExternalRotatationPassiveLeft	HipExternalRotatationPassiveRight	ShoulderExternalRotatationStrengthLeft	ShoulderExternalRotatationStrengthRight	ASLRCoreStabilityLeft	ASLRCoreStabilityRight	AvgBrakingForceNewtons	PeakPropulsiveForceNewtons	JumpHeightMeters	ImpulseRatio	LeftAvgBrakingForceNewtons	RightAvgBrakingForceNewtons	JumpDateAssessed
0	VR1T	21	2023-04-08	23:25:11	R	CB	75.263556	10.061752	-8.956161	42.692695	425.256171	-186.767166	70.565712	45.896955	2023-04-08	R Arm/Elbow Tendinitis	149.962333	152.684055	2023-03-19	2023-02-24	44.473823	46.939179	49.37743	48.426379	NaN	NaN	NaN	2159.485353	1.361001	NaN	NaN	NaN	2023-03-25
1	VR1T	21	2023-04-08	23:25:11	R	CB	75.263556	10.061752	-8.956161	42.692695	425.256171	-186.767166	70.565712	45.896955	2023-04-08	R Arm/Elbow Tendinitis	149.962333	152.684055	2023-03-19	2023-02-24	44.473823	46.939179	49.37743	48.426379	NaN	NaN	NaN	2142.286275	1.085226	NaN	NaN	NaN	2023-04-02
2	VR1T	21	2023-04-08	23:25:11	R	CB	75.263556	10.061752	-8.956161	42.692695	425.256171	-186.767166	70.565712	45.896955	2023-04-08	R Arm/Elbow Tendinitis	149.962333	152.684055	2023-03-19	2023-02-24	44.473823	46.939179	49.37743	48.426379	NaN	NaN	1439.404515	2117.122403	1.058990	1.817174	655.816274	784.051192	2023-03-23
3	VR1T	21	2023-04-08	23:25:11	R	CB	75.263556	10.061752	-8.956161	42.692695	425.256171	-186.767166	70.565712	45.896955	2023-04-08	R Arm/Elbow Tendinitis	149.962333	152.684055	2023-03-19	2023-02-24	44.473823	46.939179	49.37743	48.426379	NaN	NaN	NaN	2148.286275	1.075226	NaN	NaN	NaN	2023-04-02
4	VR1T	21	2023-04-08	23:25:11	R	CB	75.263556	10.061752	-8.956161	42.692695	425.256171	-186.767166	70.565712	45.896955	2023-04-08	R Arm/Elbow Tendinitis	149.962333	152.684055	2023-03-19	2023-02-24	44.473823	46.939179	49.37743	48.426379	NaN	NaN	1499.653995	2045.246208	-0.299002	1.934612	672.724202	825.693574	2023-03-16
5	VR1T	21	2023-04-08	23:25:11	R	CB	75.263556	10.061752	-8.956161	42.692695	425.256171	-186.767166	70.565712	45.896955	2023-04-08	R Arm/Elbow Tendinitis	149.962333	152.684055	2023-03-19	2023-02-24	44.473823	46.939179	49.37743	48.426379	NaN	NaN	NaN	2203.560623	0.829442	NaN	NaN	NaN	2023-04-06
6	VR1T	21	2023-04-08	23:25:11	R	CB	75.263556	10.061752	-8.956161	42.692695	425.256171	-186.767166	70.565712	45.896955	2023-04-08	R Arm/Elbow Tendinitis	149.962333	152.684055	2023-03-19	2023-02-24	44.473823	46.939179	49.37743	48.426379	NaN	NaN	1364.405849	2089.338752	0.988475	2.282544	583.420421	779.869677	2023-04-07
7	VR1T	21	2023-04-08	23:25:11	R	CB	75.263556	10.061752	-8.956161	42.692695	425.256171	-186.767166	70.565712	45.896955	2023-04-08	R Arm/Elbow Tendinitis	149.962333	152.684055	2023-03-19	2023-02-24	44.473823	46.939179	49.37743	48.426379	NaN	NaN	1317.530468	2101.557082	1.022290	2.125044	553.133343	765.161801	2023-04-01
9	VR1T	21	2023-04-08	23:25:11	R	CB	75.263556	10.061752	-8.956161	42.692695	425.256171	-186.767166	70.565712	45.896955	2023-04-08	R Arm/Elbow Tendinitis	149.962333	152.684055	2023-03-19	2023-02-24	44.473823	46.939179	49.37743	48.426379	NaN	NaN	1411.366168	2052.378833	-0.410046	2.483085	638.889411	773.052335	2023-03-26
10	VR1T	21	2023-04-08	23:25:11	R	CB	75.263556	10.061752	-8.956161	42.692695	425.256171	-186.767166	70.565712	45.896955	2023-04-08	R Arm/Elbow Tendinitis	149.962333	152.684055	2023-03-19	2023-02-24	44.473823	46.939179	49.37743	48.426379	NaN	NaN	NaN	2194.173339	0.886754	NaN	NaN	NaN	2023-04-08

	PlayerCode	PitchId	PitchDate	PitchTime	ThrowHand	PitchType	Velocity	HorizontalBreak	InducedVerticalBreak	KneeStrideFlexionFC	KneeStrideFlexionAngVeloPeak	ShoulderThrowRotationMER	ElbowThrowFlexionFC	HipChestSeparationPeak	InjuredDate	CombinedDiagnosis	GripLeft	GripRight	GripDateAssessed	PerformanceDateAssessed	HipExternalRotatationPassiveLeft	HipExternalRotatationPassiveRight	ShoulderExternalRotatationStrengthLeft	ShoulderExternalRotatationStrengthRight	ASLRCoreStabilityLeft	AvgBrakingForceNewtons	PeakPropulsiveForceNewtons	JumpHeightMeters	ImpulseRatio	LeftAvgBrakingForceNewtons	RightAvgBrakingForceNewtons	JumpDateAssessed
96728	KYOF	114	2023-06-13	17:30:15	R	SL	85.390545	4.11831	1.611941	49.906738	434.032176	-174.545521	96.300864	48.167582	2023-06-19	R Arm/Elbow Strain	180.741973	193.41114	2023-06-18	2023-05-18	29.744934	23.749192	71.16179	78.099105	1.0	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-05
96729	KYOF	114	2023-06-13	17:30:15	R	SL	85.390545	4.11831	1.611941	49.906738	434.032176	-174.545521	96.300864	48.167582	2023-06-19	R Arm/Elbow Strain	180.741973	193.41114	2023-06-18	2023-05-18	29.744934	23.749192	71.16179	78.099105	1.0	1777.039610	2723.869640	0.645648	1.547898	939.583941	838.492368	2023-06-08
96730	KYOF	114	2023-06-13	17:30:15	R	SL	85.390545	4.11831	1.611941	49.906738	434.032176	-174.545521	96.300864	48.167582	2023-06-19	R Arm/Elbow Strain	180.741973	193.41114	2023-06-18	2023-05-18	29.744934	23.749192	71.16179	78.099105	1.0	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-08
96731	KYOF	114	2023-06-13	17:30:15	R	SL	85.390545	4.11831	1.611941	49.906738	434.032176	-174.545521	96.300864	48.167582	2023-06-19	R Arm/Elbow Strain	180.741973	193.41114	2023-06-18	2023-05-18	29.744934	23.749192	71.16179	78.099105	1.0	2032.468993	2910.368392	0.144957	2.659171	1151.095628	880.960875	2023-05-21
96732	KYOF	114	2023-06-13	17:30:15	R	SL	85.390545	4.11831	1.611941	49.906738	434.032176	-174.545521	96.300864	48.167582	2023-06-19	R Arm/Elbow Strain	180.741973	193.41114	2023-06-18	2023-05-18	29.744934	23.749192	71.16179	78.099105	1.0	1755.311616	2649.987632	0.887497	2.108982	1006.457676	750.465701	2023-05-29
96733	KYOF	114	2023-06-13	17:30:15	R	SL	85.390545	4.11831	1.611941	49.906738	434.032176	-174.545521	96.300864	48.167582	2023-06-19	R Arm/Elbow Strain	180.741973	193.41114	2023-06-18	2023-05-18	29.744934	23.749192	71.16179	78.099105	1.0	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-06
96734	KYOF	114	2023-06-13	17:30:15	R	SL	85.390545	4.11831	1.611941	49.906738	434.032176	-174.545521	96.300864	48.167582	2023-06-19	R Arm/Elbow Strain	180.741973	193.41114	2023-06-18	2023-05-18	29.744934	23.749192	71.16179	78.099105	1.0	1884.291069	2681.424975	0.005169	2.449146	1053.100362	830.062220	2023-06-03
96735	KYOF	114	2023-06-13	17:30:15	R	SL	85.390545	4.11831	1.611941	49.906738	434.032176	-174.545521	96.300864	48.167582	2023-06-19	R Arm/Elbow Strain	180.741973	193.41114	2023-06-18	2023-05-18	29.744934	23.749192	71.16179	78.099105	1.0	1916.781955	2734.613308	1.026719	2.292118	1088.755632	827.944812	2023-05-22
96736	KYOF	114	2023-06-13	17:30:15	R	SL	85.390545	4.11831	1.611941	49.906738	434.032176	-174.545521	96.300864	48.167582	2023-06-19	R Arm/Elbow Strain	180.741973	193.41114	2023-06-18	2023-05-18	29.744934	23.749192	71.16179	78.099105	1.0	1937.716676	2708.585129	1.047661	1.228505	1070.196536	867.162851	2023-05-26
96737	KYOF	114	2023-06-13	17:30:15	R	SL	85.390545	4.11831	1.611941	49.906738	434.032176	-174.545521	96.300864	48.167582	2023-06-19	R Arm/Elbow Strain	180.741973	193.41114	2023-06-18	2023-05-18	29.744934	23.749192	71.16179	78.099105	1.0	1766.980806	2616.478401	0.207835	1.965835	952.444974	813.874904	2023-06-18

Most frequently occurring

	PlayerCode	PitchId	PitchDate	PitchTime	ThrowHand	PitchType	Velocity	HorizontalBreak	InducedVerticalBreak	KneeStrideFlexionFC	KneeStrideFlexionAngVeloPeak	ShoulderThrowRotationMER	ElbowThrowFlexionFC	HipChestSeparationPeak	InjuredDate	CombinedDiagnosis	GripLeft	GripRight	GripDateAssessed	PerformanceDateAssessed	HipExternalRotatationPassiveLeft	HipExternalRotatationPassiveRight	ShoulderExternalRotatationStrengthLeft	ShoulderExternalRotatationStrengthRight	ASLRCoreStabilityLeft	ASLRCoreStabilityRight	AvgBrakingForceNewtons	PeakPropulsiveForceNewtons	JumpHeightMeters	ImpulseRatio	LeftAvgBrakingForceNewtons	RightAvgBrakingForceNewtons	JumpDateAssessed	# duplicates
0	63FZ	1	2023-05-27	12:35:14	R	FB	88.585878	-7.106701	13.940384	49.317333	505.493066	-195.852250	102.266937	72.976442	2023-06-23	R Arm/Elbow Strain	140.789087	133.008755	2023-05-31	2023-05-17	42.552587	42.263077	59.796383	56.431541	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-06	2
1	63FZ	1	2023-05-27	12:35:14	R	FB	88.585878	-7.106701	13.940384	49.317333	505.493066	-195.852250	102.266937	72.976442	2023-06-23	R Arm/Elbow Strain	140.789087	133.008755	2023-05-31	2023-06-17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-06	2
2	63FZ	1	2023-05-27	12:35:14	R	FB	88.585878	-7.106701	13.940384	49.317333	505.493066	-195.852250	102.266937	72.976442	2023-06-23	R Arm/Elbow Strain	146.641119	149.697944	2023-06-09	2023-05-17	42.552587	42.263077	59.796383	56.431541	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-06	2
3	63FZ	1	2023-05-27	12:35:14	R	FB	88.585878	-7.106701	13.940384	49.317333	505.493066	-195.852250	102.266937	72.976442	2023-06-23	R Arm/Elbow Strain	146.641119	149.697944	2023-06-09	2023-06-17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-06	2
4	63FZ	1	2023-05-27	12:35:14	R	FB	88.585878	-7.106701	13.940384	49.317333	505.493066	-195.852250	102.266937	72.976442	2023-06-23	R Arm/Elbow Strain	146.699601	138.568272	2023-05-26	2023-05-17	42.552587	42.263077	59.796383	56.431541	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-06	2
5	63FZ	1	2023-05-27	12:35:14	R	FB	88.585878	-7.106701	13.940384	49.317333	505.493066	-195.852250	102.266937	72.976442	2023-06-23	R Arm/Elbow Strain	146.699601	138.568272	2023-05-26	2023-06-17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-06	2
6	63FZ	1	2023-05-27	12:35:14	R	FB	88.585878	-7.106701	13.940384	49.317333	505.493066	-195.852250	102.266937	72.976442	2023-06-23	R Arm/Elbow Strain	151.070362	140.937646	2023-06-17	2023-05-17	42.552587	42.263077	59.796383	56.431541	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-06	2
7	63FZ	1	2023-05-27	12:35:14	R	FB	88.585878	-7.106701	13.940384	49.317333	505.493066	-195.852250	102.266937	72.976442	2023-06-23	R Arm/Elbow Strain	151.070362	140.937646	2023-06-17	2023-06-17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-06	2
8	63FZ	2	2023-05-27	12:35:38	R	CH	83.471159	-14.624522	3.539802	46.208194	322.439931	-197.942599	101.573378	72.487235	2023-06-23	R Arm/Elbow Strain	140.789087	133.008755	2023-05-31	2023-05-17	42.552587	42.263077	59.796383	56.431541	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-06	2
9	63FZ	2	2023-05-27	12:35:38	R	CH	83.471159	-14.624522	3.539802	46.208194	322.439931	-197.942599	101.573378	72.487235	2023-06-23	R Arm/Elbow Strain	140.789087	133.008755	2023-05-31	2023-06-17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2023-06-06	2

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts